Triple

T9974446
Position Surface form Disambiguated ID Type / Status
Subject Northern Los Angeles County E196290 entity
Predicate hasCity P316 FINISHED
Object Acton
Acton is a small unincorporated community in northern Los Angeles County, California, known for its rural, semi-desert setting and equestrian lifestyle.
 E836011 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Acton | Statement: [Northern Los Angeles County, hasCity, Acton]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Acton
Context triple: [Northern Los Angeles County, hasCity, Acton]
  • A. Acton
    Acton is a suburban town in Middlesex County, Massachusetts, known for its residential communities, conservation land, and commuter access to Boston.
  • B. Acton
    Acton is an inner suburb of Canberra, Australia, known for housing major national institutions such as the Australian National University and several key cultural and research facilities.
  • C. Acton
    Acton is a village and civil parish located in the county of Suffolk in eastern England.
  • D. Acton
    Acton is a largely residential and commercial district in the London Borough of Ealing, known for its diverse community and good transport links into central London.
  • E. Acton
    Acton is a small community within the town of Halton Hills in Ontario, Canada, historically known for its leather and tanning industry.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Acton
Triple: [Northern Los Angeles County, hasCity, Acton]
Generated description
Acton is a small unincorporated community in northern Los Angeles County, California, known for its rural, semi-desert setting and equestrian lifestyle.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Acton
Target entity description: Acton is a small unincorporated community in northern Los Angeles County, California, known for its rural, semi-desert setting and equestrian lifestyle.
  • A. Acton
    Acton is a suburban town in Middlesex County, Massachusetts, known for its residential communities, conservation land, and commuter access to Boston.
  • B. Acton
    Acton is a small community within the town of Halton Hills in Ontario, Canada, historically known for its leather and tanning industry.
  • C. Acton
    Acton is a largely residential and commercial district in the London Borough of Ealing, known for its diverse community and good transport links into central London.
  • D. Acton
    Acton is a village and civil parish located in the county of Suffolk in eastern England.
  • E. Acton
    Acton is an inner suburb of Canberra, Australia, known for housing major national institutions such as the Australian National University and several key cultural and research facilities.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca82eea2b88190a0e511d21a31f386 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cdb849da448190b826cb8fbf2eeb89 completed April 2, 2026, 12:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69d26a08a60c81909be30a442787328b completed April 5, 2026, 1:56 p.m.
NEDg Description generation batch_69d26b6d52e8819082fed0bfdaf48e4c completed April 5, 2026, 2:02 p.m.
NED2 Entity disambiguation (via description) batch_69d26c3d5f2081909bf1a1565b66eca9 completed April 5, 2026, 2:05 p.m.
Created at: March 30, 2026, 8:48 p.m.